A review of signal processing techniques for non-invasive fetal electrocardiography
Fetal electrocardiography (fECG) is a promising alternative to cardiotocography continuous
fetal monitoring. Robust extraction of the fetal signal from the abdominal mixture of maternal …
fetal monitoring. Robust extraction of the fetal signal from the abdominal mixture of maternal …
Artificial intelligence and machine learning in electronic fetal monitoring
Electronic fetal monitoring is used to evaluate fetal well-being by assessing fetal heart
activity. The signals produced by the fetal heart carry valuable information about fetal health …
activity. The signals produced by the fetal heart carry valuable information about fetal health …
A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN
The non-invasive fetal electrocardiogram (fECG) enables easy detection of developing heart
abnormalities, leading to a significant reduction in infant mortality rate and post-natal …
abnormalities, leading to a significant reduction in infant mortality rate and post-natal …
Fetal electrocardiograms, direct and abdominal with reference heartbeat annotations
Monitoring fetal heart rate (FHR) variability plays a fundamental role in fetal state
assessment. Reliable FHR signal can be obtained from an invasive direct fetal …
assessment. Reliable FHR signal can be obtained from an invasive direct fetal …
Fetal electrocardiogram extraction using dual-path source separation of single-channel non-invasive abdominal recordings
A Shokouhmand, N Tavassolian - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Objective: The development of a method for non-invasive monitoring of fetal
electrocardiogram (FECG) signals from single-channel abdominal recordings. Methods: The …
electrocardiogram (FECG) signals from single-channel abdominal recordings. Methods: The …
A novel algorithm based on ensemble empirical mode decomposition for non-invasive fetal ECG extraction
Non-invasive fetal electrocardiography appears to be one of the most promising fetal
monitoring techniques during pregnancy and delivery nowadays. This method is based on …
monitoring techniques during pregnancy and delivery nowadays. This method is based on …
Optimization of adaptive filter control parameters for non-invasive fetal electrocardiogram extraction
This paper is focused on the design, implementation and verification of a novel method for
the optimization of the control parameters of different hybrid systems used for non-invasive …
the optimization of the control parameters of different hybrid systems used for non-invasive …
[HTML][HTML] System for adaptive extraction of non-invasive fetal electrocardiogram
This study aimed to find the most suitable combination of adaptive and non-adaptive
methods for extraction of non-invasive fetal electrocardiogram (NI-fECG) using signals …
methods for extraction of non-invasive fetal electrocardiogram (NI-fECG) using signals …
Fetal electrocardiography extraction with residual convolutional encoder–decoder networks
W Zhong, L Liao, X Guo, G Wang - Australasian physical & engineering …, 2019 - Springer
In the context of fetal monitoring, non-invasive fetal electrocardiography is an alternative
approach to the traditional Doppler ultrasound technique. However, separating the fetal …
approach to the traditional Doppler ultrasound technique. However, separating the fetal …
[HTML][HTML] An optimized hybrid methodology for non-invasive fetal electrocardiogram signal extraction and monitoring
Background and objective Electronic fetal heart monitoring is currently used during
pregnancy throughout most of the developed world to detect risk conditions for both the …
pregnancy throughout most of the developed world to detect risk conditions for both the …